Article Gold Open Access 2026

Regional Patterns of Digital Skills Mismatch in Indonesia’s Digital Economy: Insights from the Indonesia Digital Society Index

Sustainability (Switzerland)
Journal · Vol. 18 · Issue 2 · Art. 1077
Abstract

This study investigates regional heterogeneity and spatial interdependence in digital skills mismatch across Indonesia by constructing a Digital Skills Supply–Demand Ratio (DSSDR) from the Indonesia Digital Society Index (IMDI). In line with SDG 10 (Reduced Inequalities) and SDG 4 (Quality Education), the study aims to provide policy-relevant evidence to support a more inclusive and balanced digital transformation. Using district-level data and spatial econometric models (OLS, SAR, and the SDM), the analysis evaluates both local determinants and cross-regional spillover effects. Model comparison identifies the Spatial Durbin Model as the best specification, revealing strong spatial dependence in digital skills imbalance. The results show that most local socioeconomic and digital readiness indicators do not have significant direct effects on DSSDR, while school internet coverage exhibits a consistently negative association, indicating that digital demand expands faster than local supply. In contrast, spatial spillovers are decisive: a higher share of ICT study programs in neighboring regions improves local DSSDR through knowledge and human-capital diffusion, whereas higher GRDP per capita in adjacent regions exacerbates local mismatch, consistent with a talent-attraction mechanism. These findings demonstrate that digital skills mismatch is a spatially interconnected phenomenon driven more by interregional dynamics than by local conditions alone, implying that policy responses should move beyond isolated district-level interventions toward coordinated regional strategies integrating education systems, labor markets, and digital ecosystem development. The study contributes a spatially explicit, supply–demand-based framework for diagnosing regional digital inequality and supporting more equitable and sustainable digital development in Indonesia. © 2026 by the authors.

Keywords

Author Keywords

digital economy readiness digital skills mismatch Indonesia regional development Spatial Durbin Model (SDM) spatial spillover effects

Index Keywords

Sustainable Development Goal econometrics ecosystem dynamics heterogeneity regional development socioeconomic impact spatial analysis spatial data spillover effect Indonesia
Author Affiliations
Department of Statistics, Universitas Padjadjaran, Bandung, West Java, Indonesia
Agency for Human Resources Development on Communication and Digital Affairs, Ministry of Maritime Affairs and Fisheries, Central Jakarta, Indonesia
Department of Economics Education, Universitas Indraprasta PGRI, Jakarta, Indonesia
Department of Mathematics, Universitas Katolik Parahyangan, Bandung, West Java, Indonesia
Department of Management, Universitas Widyatama, Bandung, West Java, Indonesia
Funding & Acknowledgements
Universitas Padjadjaran, UNPAD
The authors gratefully acknowledge the Agency for Human Resources Development on Communication and Digital Affairs, Ministry of Communication and Digital Affairs, and Universitas Padjadjaran for funding this research. The publication charge for this article is funded by Universitas Padjadjaran through the Indonesian Endowment Fund for Education (LPDP) on behalf of the Indonesian Ministry of Higher Education, Science and Technology and managed under the EQUITY Program (Contract No. 4303/B3/DT.03.08/2025 and 3927/UN6.RKT/HK.07.00/2025). The authors also acknowledge the use of the DeepSeek ( https://www.deepseek.com , accessed on 11 November 2025) generative AI tool as a technical aid to support the development and refinement of R 4.5.1 code for data processing and analysis. The AI tool did not generate scientific content, design the study, or contribute to the interpretation of the results; all scientific responsibility remains entirely with the authors.
Lembaga Pengelola Dana Pendidikan, LPDP
The authors gratefully acknowledge the Agency for Human Resources Development on Communication and Digital Affairs, Ministry of Communication and Digital Affairs, and Universitas Padjadjaran for funding this research. The publication charge for this article is funded by Universitas Padjadjaran through the Indonesian Endowment Fund for Education (LPDP) on behalf of the Indonesian Ministry of Higher Education, Science and Technology and managed under the EQUITY Program (Contract No. 4303/B3/DT.03.08/2025 and 3927/UN6.RKT/HK.07.00/2025). The authors also acknowledge the use of the DeepSeek ( https://www.deepseek.com , accessed on 11 November 2025) generative AI tool as a technical aid to support the development and refinement of R 4.5.1 code for data processing and analysis. The AI tool did not generate scientific content, design the study, or contribute to the interpretation of the results; all scientific responsibility remains entirely with the authors.
Grant: 4303/B3/DT.03.08/2025, 3927/UN6, RKT/HK.07.00/2025
The authors gratefully acknowledge the Agency for Human Resources Development on Communication and Digital Affairs, Ministry of Communication and Digital Affairs, and Universitas Padjadjaran for funding this research. The publication charge for this article is funded by Universitas Padjadjaran through the Indonesian Endowment Fund for Education (LPDP) on behalf of the Indonesian Ministry of Higher Education, Science and Technology and managed under the EQUITY Program (Contract No. 4303/B3/DT.03.08/2025 and 3927/UN6.RKT/HK.07.00/2025). The authors also acknowledge the use of the DeepSeek ( https://www.deepseek.com , accessed on 11 November 2025) generative AI tool as a technical aid to support the development and refinement of R 4.5.1 code for data processing and analysis. The AI tool did not generate scientific content, design the study, or contribute to the interpretation of the results; all scientific responsibility remains entirely with the authors.
References 10 References
1 Ga, Jeongmi, Digital Enablers of Sustainability: Insights from Sustainable Development Goals (SDGs) Research Mapping, Sustainability (Switzerland), 17, 15, (2025)
2 Kücükgül, Egemen, Enhancing the value of corporate sustainability: An approach for aligning multiple SDGs guides on reporting, Journal of Cleaner Production, 333, (2022)
3 Sustainable Development Report 2025 Financing Sustainable Development to 2030 and Mid Century, (2025)
4 Mindra Jaya, I. Gede Nyoman, Framework for Monitoring the Spatiotemporal Distribution and Clustering of the Digital Society Index of Indonesia, Sustainability (Switzerland), 16, 24, (2024)
5 Digital Economy and Sustainable Development, (2023)
6 Maity, Richik, The impact of remote and hybrid work models on small and Medium-sized enterprises productivity: a systematic literature review, SN Business and Economics, 5, 10, (2025)
7 Vǎrzaru, Anca Antoaneta, Digital Transformation and Innovation: The Influence of Digital Technologies on Turnover from Innovation Activities and Types of Innovation, Systems, 12, 9, (2024)
8 Gayatri, Gati, The Indonesian Digital Workforce Gaps in 2021–2025, Sustainability (Switzerland), 15, 1, (2023)
9 Obelovska, Kvitoslava, Analysis of Digital Skills and Infrastructure in EU Countries Based on DESI 2024 Data, Future Internet, 17, 6, (2025)
10 Mhaske, Pravin, Bridging digital skill gaps in the global workforce: A synthesis and conceptual framework building, Research in Globalization, 11, (2025)
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